[09/05/24 21:27:53] INFO Using __init__.py:249'c:\Users\Admin\miniconda3\envs\recsys\Lib\site-packages\kedro\framework\project\rich_logging.yml' as logging configuration.
[09/05/24 21:27:54] INFO Registered line magic '%reload_kedro'__init__.py:58
INFO Registered line magic '%load_node'__init__.py:60
INFO Resolved project path as: __init__.py:175 c:\Users\Admin\Desktop\Semester_7\MLOps\AI-839\srinivasan-ai-839. To set a different path, run '%reload_kedro <project_root>'
[09/05/24 21:27:55] WARNING c:\Users\Admin\miniconda3\envs\recsys\Lib\site-packages\kedro_viz\__in warnings.py:112 it__.py:13: KedroVizPythonVersionWarning: Please be advised that Kedro Viz is not yet fully compatible with the Python version you are currently using. warnings.warn(
INFO Kedro is sending anonymous usage data with the sole purpose of improving plugin.py:233 the product. No personal data or IP addresses are stored on our side. If you want to opt out, set the `KEDRO_DISABLE_TELEMETRY` or `DO_NOT_TRACK` environment variables, or create a `.telemetry` file in the current working directory with the contents `consent: false`. Read more at https://docs.kedro.org/en/stable/configuration/telemetry.html
[09/05/24 21:27:56] INFO Kedro project Srinivasan-ai-839__init__.py:141
INFO Defined global variable 'context', 'session', 'catalog' and __init__.py:142'pipelines'
[09/05/24 21:27:57] INFO Registered line magic 'run_viz'__init__.py:148
dataset = catalog.load("dataset_id_214")
[09/05/24 21:49:58] INFO Loading data from dataset_id_214(CSVDataset)...data_catalog.py:539
# noise_probability = 0.1 # Set the probability of flipping (10% noise)# # Generate random values between 0 and 1, and flip based on the noise_probability# flip_mask = np.random.rand(dataset.shape[0]) < noise_probability# # Flip the boolean values wherever the flip_mask is True# dataset['y'] = np.where(flip_mask, ~dataset['y'], dataset['y'])# # dataset['y'] = dataset['y'] + np.random.normal(0,1,dataset.shape[0])
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